Appendix E: Acknowledgments

MNIST dataset

The official source of the MNIST dataset is at Yann leCun’s website:

• http://yann.lecun.com/exdb/mnist/index.html

📝 The data is available under a Creative Commons Attribution-Share Alike 3.0 license:

• https://creativecommons.org/licenses/by-sa/3.0/

CelebA dataset

The source of the CelebA dataset is at the Multimedia Laboratory, The Chinese University of Hong Kong:

• http://mmlab.ie.cuhk.edu.hk/projects/CelebA.html

📝 The dataset is for non-commercial research and educational purposes only. Permission has been obtained for this course to provide instructions for working with the dataset. Images from the dataset won’t be reproduced here, and only GAN generated images will be shown.

The VGGFACE2 dataset

The dataset for recognizing face across pose and age is taken from:

• https://www.robots.ox.ac.uk/~vgg/data/vgg_face/

📝 The data is available under a Creative Commons Attribution-Share Alike 3.0 license:

• https://creativecommons.org/licenses/by-sa/3.0/

Fashion MNIST dataset

The dataset for recognizing fashion mnist images is taken from kaggle.

• https://www.kaggle.com/zalando-research/fashionmnist

Handwritten Alphabets dataset

The dataset for recognizing fashion mnist images is taken from kaggle.

• https://www.kaggle.com/sachinpatel21/az-handwritten-alphabets-in-csv-format

NVIDIA and Google

NVIDIA® and CUDA™ are registered trademarks of NVIDIA®.

CoLaboratory™, often referred to as Colab, is a registered trademark of Google. Google and the Google logo are registered trademarks of Google LLC.

Open source

A big thank you to the open-source community, without which we would never have such amazing software to use, knowledge to share, and friends to support and inspire us.

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